https://github.com/muschellij2/clever

Calculate Leverage of Component Models
https://github.com/muschellij2/clever

Last synced: 19 days ago
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Calculate Leverage of Component Models

• Host: GitHub
• URL: https://github.com/muschellij2/clever
• Owner: muschellij2
• Created: 2018-06-05T15:08:21.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2021-08-17T22:33:53.000Z (over 3 years ago)
• Last Synced: 2024-10-16T08:22:34.126Z (2 months ago)
• Language: R
• Size: 130 MB
• Stars: 0
• Watchers: 3
• Forks: 3
• Open Issues: 3
• Metadata Files:
  • Readme: README.Rmd

Awesome Lists containing this project

README

        
---

output: github_document

---

```{r setup, include = FALSE}

knitr::opts_chunk$set(

  collapse = TRUE,

  comment = "#>",

  fig.path = "man/figures/README-",

  out.width = "100%"

)

```

# clever

[![Travis build status](https://travis-ci.org/mandymejia/clever.svg?branch=master)](https://travis-ci.org/github/mandymejia/clever)

[![AppVeyor build status](https://ci.appveyor.com/api/projects/status/github/mandymejia/clever?branch=master&svg=true)](https://ci.appveyor.com/project/mandymejia/clever)

[![Coveralls test coverage](https://coveralls.io/repos/github/mandymejia/clever/badge.svg)](https://coveralls.io/r/mandymejia/clever?branch=master)

clever computes principal Components LEVERage (CLEVER) and robust distance, measures of outlyingness for high-dimensional data such as fMRI data.

## Installation

You can install the  development version of clever from [GitHub](https://github.com/) with:

``` r

# install.packages("devtools")

devtools::install_github("mandymejia/clever")

```

`clever` requires the `glmgen` package for PCA Trend Filtering (PCATF). Please see [https://github.com/glmgen/glmgen](https://github.com/glmgen/glmgen) for installation instructions.